亚洲一区欧美在线,日韩欧美视频免费观看,色戒的三场床戏分别是在几段,欧美日韩国产在线人成

基于影像與坡度數(shù)據(jù)融合的梯田田塊分割方法
作者:
作者單位:

作者簡(jiǎn)介:

通訊作者:

中圖分類號(hào):

基金項(xiàng)目:

國(guó)家自然科學(xué)基金項(xiàng)目(41771315、41301283、41371274)、國(guó)家重點(diǎn)研發(fā)計(jì)劃項(xiàng)目(2017YFC0403203)和歐盟地平線2020研究與創(chuàng)新計(jì)劃項(xiàng)目(GA635750)


Segmentation Method of Terraced Fields Based on Image and Gradient Data
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 圖/表
  • |
  • 訪問統(tǒng)計(jì)
  • |
  • 參考文獻(xiàn)
  • |
  • 相似文獻(xiàn)
  • |
  • 引證文獻(xiàn)
  • |
  • 資源附件
  • |
  • 文章評(píng)論
    摘要:

    梯田在很大程度上開發(fā)了坡耕地的農(nóng)業(yè)生長(zhǎng)潛力,具有蓄水、保土作用。由于梯田數(shù)量、面積等分布信息較難準(zhǔn)確獲得,使其定量研究難以深入展開。隨著無人機(jī)技術(shù)的不斷發(fā)展,高精度梯田地形信息的獲取成為可能。本文基于無人機(jī)正射影像并結(jié)合坡度數(shù)據(jù),通過Canny邊緣檢測(cè)算子對(duì)梯田的粗輪廓進(jìn)行提取,結(jié)合梯田的結(jié)構(gòu)特性,對(duì)梯田中的偽邊緣進(jìn)行剔除;再通過對(duì)梯田邊緣強(qiáng)度疊加和邊緣連接;最后利用區(qū)域生長(zhǎng)算法對(duì)梯田進(jìn)行分割。該方法有效解決了梯田形狀不規(guī)則、田面堆積物干擾、圖像光譜特征復(fù)雜等問題。與手工標(biāo)注的梯田樣區(qū)田塊數(shù)據(jù)的對(duì)比結(jié)果表明,本文算法對(duì)梯田區(qū)的提取總精度可達(dá)84.9%,可為梯田區(qū)的快速制圖提供解決方案。

    Abstract:

    Terraced fields are a kind of soil and water conservation measures explored by humans on sloping fields. The construction of terraces largely develops the agricultural growth potential of sloping arable land, which has the functions of water storage and soil conservation. Due to the difficulty in obtaining information such as the number of terraces and distribution of area, it is difficult to carry out the quantitative research on the terraced fields. With the continuous development of unmanned aerial vehicle (UAV) technology, it becomes possible to access high-precision terrain information. Based on the UAV orthorectified images and slope data calculated by digital elevation model (DEM), the rough contour of terraced fields was extracted by Canny edge detection operator, and the false edges of terraced fields were removed according to the structural characteristics of terraced fields. According to edge strength superposition and edge connection operation, the terraces were divided by region growing algorithm. The method effectively solved the problems of uneven terraced fields in the hilly areas, interference of the surface sediments and complicated spectral characteristics of the images. Compared with the field data of terraced plots marked by hand, the results showed that the total accuracy of the proposed algorithm in terraced fields can reach 84.9%. The research result can provide a solution for the rapid mapping of terraced fields.

    參考文獻(xiàn)
    相似文獻(xiàn)
    引證文獻(xiàn)
引用本文

張宏鳴,胡勇,楊勤科,楊江濤,王美麗,張炯.基于影像與坡度數(shù)據(jù)融合的梯田田塊分割方法[J].農(nóng)業(yè)機(jī)械學(xué)報(bào),2018,49(4):249-256. ZHANG Hongming, HU Yong, YANG Qinke, YANG Jiangtao, WANG Meili, ZHANG Jiong. Segmentation Method of Terraced Fields Based on Image and Gradient Data[J]. Transactions of the Chinese Society for Agricultural Machinery,2018,49(4):249-256.

復(fù)制
分享
文章指標(biāo)
  • 點(diǎn)擊次數(shù):
  • 下載次數(shù):
  • HTML閱讀次數(shù):
  • 引用次數(shù):
歷史
  • 收稿日期:2017-12-27
  • 最后修改日期:
  • 錄用日期:
  • 在線發(fā)布日期: 2018-04-10
  • 出版日期: